The ai-collection repository gathers generative AI applications into one directory for browsing.
AI Dev Toolkit
This repository curates AI development resources, prompts, frameworks, and configuration examples.

About AI Dev Toolkit
AI Dev Toolkit is a GitHub repository that curates free, copy-paste-ready prompts and configuration examples for AI-assisted software development. It offers 168 samples across 12 categories, including vibe coding, AI agents, code review, security, context engineering, MCP tools, meta-prompting, architecture, debugging, testing, and database/SQL. Prompts are written to be pasted into Claude, ChatGPT, Gemini, Cursor, Codex, or any other LLM, with the user supplying codebase context when prompted.
The repository is the free portion of a larger paid collection: the full AI Engineering Stack lists 266 resources and is offered at $9 one-time, adding frameworks, AGENTS.md configs, automation workflows, and production configs, plus lifetime updates. The free repository contains prompts only. The project is MIT licensed and accepts contributions through pull requests.
Key features
- 168 free copy-paste prompts across 12 development categories
- Vibe coding configs for Claude Code, Cursor, and Windsurf
- Agent architecture and meta-agent design prompts
- Security auditor and vulnerability scanner prompt frameworks
- Senior-level code review and multi-pass PR review prompts
- Prompts usable with Claude, ChatGPT, Gemini, Cursor, Codex, other LLMs
- MIT licensed, so prompts can be used however the user wants
- Free samples let users judge quality before paying for the full toolkit
- Open to community contributions via pull requests
- The free repository includes prompts only, without frameworks, configs, or automation
- The larger 266-resource collection and lifetime updates require the $9 one-time toolkit
- Prompts must be copied manually into an LLM, and the user supplies codebase context
AI Dev Toolkit at a glance
- Type
- Open-source project
- Pricing
- Not confirmed. Check the site
- Open source
- Yes · Source code
- Language
- English
- Good for
- Developers
- Last checked
- Oct 6, 2026 · Online when checked
- Listed
- Oct 5, 2026
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